deberta-v3-guardrail-mapa-V2
intelliway
If you run a farm credit assistant in Portuguese, you need something to catch off-topic and manipulative prompts. These are downloadable weights for a text classifier, paired with a second model as a checker, trained on made-up attack examples.
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Models & fine-tunes
AREA OF WORK
Agrifood data & AI infrastructure
ACCESS
Free · Open source
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 17, 2026
What it helps with
- Stop off topic questions to my chatbot
- Catch prompt attacks in portuguese
- Filter bad inputs to a farm assistant
- Guardrail model weights to download
- Keep a credit assistant on topic
Scope & audience
WHO IT'S FOR
Developer / AI builder
AREA OF WORK
Agrifood data & AI infrastructure
COMMODITY / SCOPE
Cross-commodity
Access & technical details
ACCESS
Anyone can get it
INTERFACE
Model download / weights
DEPLOYMENT
You run it yourself
LANGUAGES
Portuguese
Featured media
Source information
This listing was compiled from publicly available source material. Verify current details with the provider.
PROVIDER DOCUMENTATION
Reviewed August 2026
Explore more like this
Nucleotide Transformer
InstaDeep
Models, data & tools
Genomics work often starts with needing a general model of DNA sequence to build on. These are downloadable model weights and open code for a family of genome models you can run or adapt for your own predictions.
Free · Open source
Self-hosted / on-premise · Downloadable
Models & fine-tunes
Nucleotide Transformer
research-develop
research-and-scientific-knowledge
buildable-or-downloadable-component
models-and-fine-tunes
Free · Open source
Self-hosted / on-premise · Downloadable
August 17, 2026
- General DNA model to build predictions on
- Start a genomics project without training from scratch
- Adapt a genome model to my own data
- Predict traits from DNA sequence
- Open genome models to download
- Represent DNA sequences for research
BERT Large LoRA Agriculture QA
NikkeS
Models, data & tools
You want a farm question answering feature without training a whole model from scratch. These are downloadable adapter weights, with code, that adjust an existing text model so it answers agricultural questions.
Free · Open source
Self-hosted / on-premise · Downloadable
Models & fine-tunes
BERT Large LoRA Agriculture QA
advise-educate
extension-advisory-and-education
buildable-or-downloadable-component
models-and-fine-tunes
Free · Open source
Self-hosted / on-premise · Downloadable
August 17, 2026
- Add farm question answering without full training
- Adapter to make a model answer farm questions
- Cheap way to tune a model for agriculture
- Build a farming answer feature quickly
- Reuse an existing model for farm questions
- Small adapter weights for agricultural questions
Is this your Resource?
Contact us to claim this listing and add details, screenshots or a demo.